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Author:Li, Geng 

Working Paper
In the Driver's Seat: Pandemic Fiscal Stimulus and Light Vehicles

This paper explores the impact of two fiscal programs, the Economic Impact Payments and the Paycheck Protection Program, on vehicle purchases and relates our findings to post-pandemic price pressures. We find that receiving a stimulus check increased the probability of purchasing new vehicles. In addition, the disbursement of funds from the Paycheck Protection Program was associated with a rise in local new car registrations. Our estimates indicate that these two programs account for a boost of 1 3/4 million units—or 12 percent—to new car sales in 2020. Furthermore, the induced ...
Finance and Economics Discussion Series , Paper 2024-013

Working Paper
Your Friends, Your Credit: Social Capital Measures Derived from Social Media and the Credit Market

Chetty et al. (2022a) introduced an array of social capital measures derived from Facebook friendships and found that one of these indicators, economic connectedness (EC), predicted upward income mobility well. Bricker and Li (2017) proposed the average credit score of a community's residents as an indicator of local social trust. We show in this paper that the average credit scores are robustly correlated with EC, negatively correlated with the friending-bias measure introduced in Chetty et al. (2022b), and predict economic mobility to a comparable extent after controlling for EC. The ...
Finance and Economics Discussion Series , Paper 2023-048

Working Paper
Are adjustable-rate mortgage borrowers borrowing constrained?

Past research argues that changes in adjustable-rate mortgage (ARM) payments may lead households to cut back on consumption or to default on their mortgages. In this paper, we argue that these outcomes are more likely if ARM borrowers are borrowing constrained, and find that ARM borrowers exhibit characteristics and behavior that are consistent with being borrowing constrained. Although the demographic and financial characteristics of ARM and fixed-rate mortgage (FRM) borrowers are quite similar, ARM borrowers differ from FRM borrowers in their uses of credit and attitudes towards it. In ...
Finance and Economics Discussion Series , Paper 2011-21

Working Paper
Does Price Regulation Affect Competition? Evidence from Credit Card Solicitations

We study the unintended consequences of consumer financial regulations, focusing on the CARD Act, which restricts consumer credit card issuers? ability to raise interest rates. We estimate the competitive responsiveness-the degree to which a credit card issuer changes offered interest rates in response to changes in interest rates offered by its competitors-as a measure of competition in the credit card market. Using small business card offers, which are not subject to the Act, as a control group, we find a significant decline in the competitive responsiveness after the Act. The decline in ...
Finance and Economics Discussion Series , Paper 2019-018

Working Paper
Information, Contract Design, and Unsecured Credit Supply: Evidence from Credit Card Mailings

How do lenders of unsecured credit use screening and contract design to mitigate the risks of information asymmetry and limited commitment in the absence of collateral? To address this question, we take advantage of a unique dataset of over 200,000 credit card mail solicitations to a representative sample of households over the recent credit cycle--a period that includes the implementation of the CARD Act. We find that while lenders use credit scores as a prominent screening device, they also take into account a wide array of other information on borrowers' credit histories and financial and ...
Finance and Economics Discussion Series , Paper 2015-103

Discussion Paper
Who Drives Luxury Cars (Only for a While)?

Household consumption of luxury goods has attracted increasing attention in various areas of finance and economics research.
FEDS Notes , Paper 2015-06-01

Discussion Paper
Developments in the Credit Score Distribution over 2020

The distribution of household credit risk can vary with aggregate economic and credit conditions. For example, the share of subprime-scored borrowers declined at a relatively steady pace during the economic recovery from the Global Financial Crisis. Although the COVID-19 pandemic interrupted the economic conditions that supported this trend, the pace of decline accelerated following the pandemic’s onset in March 2020. The analysis that follows suggests that this acceleration was largely driven by the Coronavirus Aid, Relief, and Economic Security Act’s (CARES Act) forbearance provisions.
FEDS Notes , Paper 2021-04-30

Working Paper
Gamblers as personal finance activists

Gambling behavior can serve as an informative indicator of important household heterogeneity that is difficult to observe directly in data. We present, to the best of our knowledge, the first comprehensive study of the consumption and personal finance of gamblers using a nationwide representative household survey. We find that consumers are more likely to gamble when income is higher than its normal level predicted by observable characteristics, and that nongambling expenditures tend to increase with gambling activities. In addition, gamblers are more likely to concurrently have various types ...
Finance and Economics Discussion Series , Paper 2012-18

Discussion Paper
Is Underemployment Underestimated? Evidence from Panel Data

Despite a broad recovery of the U.S. economy from the depths of the Great Recession, lingering slack remains in the labor market.
FEDS Notes , Paper 2016-05-16

Working Paper
Information sharing and stock market participation: evidence from extended families

Using the Panel Study of Income Dynamics, we document that, controlling for observable characteristics, household investors' likelihood of entering the stock market within the next five years is about 30 percent higher if their parents or children had entered the stock market during the previous five years. Because even family members who live far away from each other tend to communicate frequently, despite the fact that interactions among people living close geographically have declined with the rise of alternative social channels, we argue that these findings highlight the significance of ...
Finance and Economics Discussion Series , Paper 2009-47

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